FTDL: A Tailored FPGA-Overlay for Deep Learning with High Scalability

Author:

Shi Runbin,Ding Yuhao,Wei Xuechao,Li He,Liu Hang,So Hayden K.-H.,Ding Caiwen

Publisher

IEEE

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. An Architectural Template for FPGA Overlays Targeting Data Flow Applications;2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW);2024-05-27

2. FBCA: FPGA-Based Balanced Convolutional Attention Module;Lecture Notes in Computer Science;2024

3. DeepBurning-MixQ: An Open Source Mixed-Precision Neural Network Accelerator Design Framework for FPGAs;2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD);2023-10-28

4. Mitigating Memory Wall Effects in CNN Engines with On-the-Fly Weights Generation;ACM Transactions on Design Automation of Electronic Systems;2023-10-16

5. MSD: Mixing Signed Digit Representations for Hardware-efficient DNN Acceleration on FPGA with Heterogeneous Resources;2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM);2023-05

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